medical imaging physics
医学超声图像分割
Medical Ultrasound Image SegmentationThe process of partitioning a digital image into multiple regions (objects) based on image properties such as the gray-level intensities of pixels in the image. / 将数字图像根据像素灰度强度等图像属性划分为多个区域（对象）的过程。
- Knowledge type
- 实际应用
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-11 19:06:19
Sub-knowledge points
pixel-level classificationboundary detectionorgan delineation
Higher-order knowledge points
Computer-Aided Diagnosis (CAD)Image-Guided Surgery
Main parameters and performance indicators
image resolution: spatial resolution of the ultrasound devicecontrast: ability to distinguish between different tissuesnoise level: signal-to-noise ratio of the acquired data
Open problems
handling speckle noiseimproving generalization across different ultrasound machinessegmenting small or low-contrast lesions
Related literature
ranked by community starsMulti-granularity cross-image semantic modeling for medical ultrasound image segmentationOpen source
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1 recordsRecord title: Medical Ultrasound Image Segmentation.
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